Topgolf
SrDataEngineer
“Sr Data Engineer at Topgolf. Skills: AWS Redshift, Python, Apache Airflow, SageMaker AI. Design scalable data platforms. Build scalable data pipelines”
Industry & Context.
performance tuning; query optimization
What They're Looking For.
Must Have
5+ years of experience in data engineering, AWS (Glue, S3, Redshift), Python, Airflow, SQL, data modeling techniques
Nice to Have
Azure (Data Lake, Databricks), GCP, Snowflake, Amazon SageMaker AI, DevOps practices, CI/CD, infrastructure-as-code
What You'll Do.
Design scalable data platforms
Build scalable data pipelines
Optimize data platforms
Support analytics initiatives
Support machine learning initiatives
Support business intelligence initiatives
Design data pipelines
Develop data pipelines
Maintain data pipelines
Architect data warehouse solutions
Optimize data warehouse solutions
Implement ELT/ETL processes
Ensure data integrity
Develop cloud-native data solutions
Maintain cloud-native data solutions
Optimize Redshift clusters
Implement CI/CD pipelines
Implement infrastructure-as-code
Operationalize machine learning models
Build data pipelines for model training
Build data pipelines for model validation
Build data pipelines for model deployment
Implement feature engineering
Implement feature store
Monitor model performance
Optimize model performance
Enable analytics solutions
Support reporting solutions
Develop curated datasets
Develop semantic layers
Structure data models
Establish data engineering standards
Enforce data engineering standards
Establish coding best practices
Enforce coding best practices
Establish documentation
Ensure compliance with security
Ensure compliance with privacy
Ensure compliance with regulatory requirements
Mentor junior engineers
Provide technical leadership
How You'll Work.
Team & Collaboration
Partner with data scientists; Provide technical leadership across data initiatives
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